3D 视觉 - arXivDaily 专题

2109.15271 2021-12-07 cs.CV 57%

TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis

Benjamin Attal, Eliot Laidlaw, Aaron Gokaslan, Changil Kim, Christian Richardt, James Tompkin, Matthew O'Toole

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted to NeurIPS 2021. Web page: https://imaging.cs.cmu.edu/torf/ NeurIPS camera ready updates -- added quantitative comparisons to new methods, visual side-by-side comparisons performed on larger baseline camera sequences

2110.05594 2021-10-13 cs.CV 57%

Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo

Berk Kaya, Suryansh Kumar, Francesco Sarno, Vittorio Ferrari, Luc Van Gool

专题命中 NeRF ：3D reconstruction(abstract)；分类 cs.CV

Comments Accepted for publication at IEEE/CVF WACV 2022. 18 pages

2109.01129 2021-10-06 cs.CV 57%

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

Yi Wei, Shaohui Liu, Yongming Rao, Wang Zhao, Jiwen Lu, Jie Zhou

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments To appear in ICCV 2021 (Oral). Project page: https://weiyithu.github.io/NerfingMVS/

2109.02123 2021-09-29 cs.CV 57%

Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations

Jianxiong Shen, Adria Ruiz, Antonio Agudo, Francesc Moreno-Noguer

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2106.13629 2021-09-08 cs.CV 57%

Animatable Neural Radiance Fields from Monocular RGB Videos

Jianchuan Chen, Ying Zhang, Di Kang, Xuefei Zhe, Linchao Bao, Xu Jia, Huchuan Lu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 12 pages, 12 figures

2108.13826 2021-09-03 cs.CV 57%

Self-Calibrating Neural Radiance Fields

Yoonwoo Jeong, Seokjun Ahn, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted in ICCV21, Project Page: https://postech-cvlab.github.io/SCNeRF/

2103.13744 2021-08-03 cs.CV 57%

KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs

Christian Reiser, Songyou Peng, Yiyi Liao, Andreas Geiger

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments ICCV 2021. Code, pretrained models and an interactive viewer are available at https://github.com/creiser/kilonerf/

2106.10859 2021-06-22 cs.CV 57%

Moving in a 360 World: Synthesizing Panoramic Parallaxes from a Single Panorama

Ching-Yu Hsu, Cheng Sun, Hwann-Tzong Chen

专题命中 NeRF ：novel view synthesis(abstract)；分类 cs.CV

2105.06405 2021-05-14 cs.CV 57%

Vision-based Neural Scene Representations for Spacecraft

Anne Mergy, Gurvan Lecuyer, Dawa Derksen, Dario Izzo

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2103.10380 2021-04-16 cs.CV 57%

FastNeRF: High-Fidelity Neural Rendering at 200FPS

Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, Julien Valentin

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments main paper: 10 pages, 6 figures; supplementary: 10 pages, 17 figures

2104.06935 2021-04-15 cs.CV cs.LG 57%

Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes

Julian Chibane, Aayush Bansal, Verica Lazova, Gerard Pons-Moll

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021

Journal ref IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021

2104.01148 2021-04-05 cs.CV cs.LG stat.ML 57%

Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation

Karl Stelzner, Kristian Kersting, Adam R. Kosiorek

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 15 pages, 3 figures. For project page with videos, see http://stelzner.github.io/obsurf/

2007.02442 2021-03-31 cs.CV 57%

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis

Katja Schwarz, Yiyi Liao, Michael Niemeyer, Andreas Geiger

专题命中 NeRF ：novel view synthesis(abstract)；分类 cs.CV

Journal ref Advances in Neural Information Processing Systems, NeurIPS 2020

2604.23310 2026-04-28 cs.NI 50%

RadTwin: Generalizable Wireless Digital Twin for Dynamic Environments

RadTwin: 适用于动态环境的通用无线数字孪生

Yuru Zhang, Ming Zhao, Qiang Liu, Ahmed Alkhateeb, Abhishek K. Agrawal, Qi Qu

专题命中 NeRF ：point cloud(abstract)

AI总结本文提出RadTwin框架，通过场景几何条件化建模，实现动态环境下的无线数字孪生，实验显示其在SSIM和LPIPS指标上优于NeRF2，具备高泛化性和数据效率。

Comments This paper is accepted by IEEE ICCCN 2026

2502.05708 2026-04-21 cs.NI cs.LG 50%

Generalizable Radio-Frequency Radiance Fields for Spatial Spectrum Synthesis

可泛化的射频辐射场用于空间频谱合成

Kang Yang, Yuning Chen, Wan Du

机构 * University of California, Merced（加州大学梅德福分校）

专题命中 NeRF ：NeRF(abstract)

AI总结 GRaF通过空间频谱合成实现了射频信号传播的建模，利用通用方法而非特定场景训练，结合Transformer编码器和神经射线追踪算法，在单场景和未见场景中均表现优异。

2504.05806 2026-02-24 cs.AI 50%

Meta-Continual Learning of Neural Fields

神经场的元持续学习

Seungyoon Woo, Junhyeog Yun, Gunhee Kim

机构 * Seoul National University（首尔国立大学）

专题命中 NeRF ：NeRF(abstract)

AI总结本研究提出神经场的元持续学习方法，通过模块化架构与优化元学习策略，解决持续学习中的灾难性遗忘和收敛缓慢问题，提升重建质量和学习速度。

Comments Accepted at ICLR 2025

2507.09987 2025-12-15 eess.SP 50%

VoxelRF: Voxelized Radiance Field for Fast Wireless Channel Modeling

VoxelRF：基于体素的辐射场用于快速无线信道建模

Zihang Zeng, Shu Sun, Meixia Tao, Yin Xu, Xianghao Yu

专题命中 NeRF ：NeRF(abstract)

AI总结 VoxelRF通过体素化辐射场方法，实现了无线信道建模的高效准确合成，适用于实时和资源受限的无线应用。

2508.06054 2025-08-11 eess.SP 50%

Multi-Modal Neural Radio Radiance Field for Localized Statistical Channel Modelling

Yiheng Wang, Shutao Zhang, Ye Xue, Tsung-Hui Chang

专题命中 NeRF ：point cloud(abstract)

2505.01749 2025-05-06 cs.CR 50%

Unified Steganography via Implicit Neural Representation

Qi Song, Ziyuan Luo, Xiufeng Huang, Sheng Li, Renjie Wan

专题命中 NeRF ：NeRF(abstract)

2502.19873 2025-02-28 eess.SP cs.LG 50%

NeRFCom: Feature Transform Coding Meets Neural Radiance Field for Free-View 3D Scene Semantic Transmission

Weijie Yue, Zhongwei Si, Bolin Wu, Sixian Wang, Xiaoqi Qin, Kai Niu, Jincheng Dai, Ping Zhang

专题命中 NeRF ：NeRF(abstract)

2408.03646 2024-08-08 eess.SY cs.SY 50%

Goal-oriented Semantic Communication for the Metaverse Application

Zhe Wang, Nan Li, Yansha Deng

专题命中 NeRF ：NeRF(abstract)

2301.02975 2024-07-23 cs.CL cs.LG 50%

Traditional Readability Formulas Compared for English

Bruce W. Lee, Jason Hyung-Jong Lee

专题命中 NeRF ：NeRF(abstract)

2407.13992 2024-07-22 eess.IV 50%

Semantic Communications for 3D Human Face Transmission with Neural Radiance Fields

Guanlin Wu, Zhonghao Lyu, Juyong Zhang, Jie Xu

专题命中 NeRF ：NeRF(abstract)

Comments 6 pages, 4 figures. arXiv admin note: text overlap with arXiv:2405.12155

2406.18840 2024-06-28 eess.IV 50%

Shorter SPECT Scans Using Self-supervised Coordinate Learning to Synthesize Skipped Projection Views

Zongyu Li, Yixuan Jia, Xiaojian Xu, Jason Hu, Jeffrey A. Fessler, Yuni K. Dewaraja

专题命中 NeRF ：NeRF(abstract)

Comments 25 pages, 5568 words

2403.03241 2024-06-18 cs.NI 50%

NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction

Haofan Lu, Christopher Vattheuer, Baharan Mirzasoleiman, Omid Abari

专题命中 NeRF ：NeRF(abstract)

2405.06762 2024-05-14 cs.HC cs.CL 50%

LIVE: LaTex Interactive Visual Editing

Jinwei Lin

专题命中 NeRF ：NeRF(abstract)

Comments 8 pages, double column, ieee

2403.05783 2024-03-12 cs.IT cs.LG math.IT 50%

Large Generative Model Assisted 3D Semantic Communication

Feibo Jiang, Yubo Peng, Li Dong, Kezhi Wang, Kun Yang, Cunhua Pan, Xiaohu You

专题命中 NeRF ：NeRF(abstract)

Comments 13 pages,13 figures,1 table

2302.13397 2024-01-17 cs.LG physics.comp-ph 50%

Efficient physics-informed neural networks using hash encoding

Xinquan Huang, Tariq Alkhalifah

专题命中 NeRF ：NeRF(abstract)

Journal ref Journal of Computational Physics, 2024

2310.13700 2023-10-24 cs.HC cs.MM 50%

Augmenting Heritage: An Open-Source Multiplatform AR Application

Corrie Green

专题命中 NeRF ：NeRF(abstract)

2305.06118 2023-10-13 cs.NI cs.LG 50%

NeRF2: Neural Radio-Frequency Radiance Fields

Xiaopeng Zhao, Zhenlin An, Qingrui Pan, Lei Yang

专题命中 NeRF ：NeRF(abstract)

1. NeRF 1355 篇

TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis

Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations

Animatable Neural Radiance Fields from Monocular RGB Videos

Self-Calibrating Neural Radiance Fields

KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs

Moving in a 360 World: Synthesizing Panoramic Parallaxes from a Single Panorama

Vision-based Neural Scene Representations for Spacecraft

FastNeRF: High-Fidelity Neural Rendering at 200FPS

Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes

Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis

RadTwin: Generalizable Wireless Digital Twin for Dynamic Environments

Generalizable Radio-Frequency Radiance Fields for Spatial Spectrum Synthesis

Meta-Continual Learning of Neural Fields

VoxelRF: Voxelized Radiance Field for Fast Wireless Channel Modeling

Multi-Modal Neural Radio Radiance Field for Localized Statistical Channel Modelling

Unified Steganography via Implicit Neural Representation

NeRFCom: Feature Transform Coding Meets Neural Radiance Field for Free-View 3D Scene Semantic Transmission

Goal-oriented Semantic Communication for the Metaverse Application

Traditional Readability Formulas Compared for English

Semantic Communications for 3D Human Face Transmission with Neural Radiance Fields

Shorter SPECT Scans Using Self-supervised Coordinate Learning to Synthesize Skipped Projection Views

NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction

LIVE: LaTex Interactive Visual Editing

Large Generative Model Assisted 3D Semantic Communication

Efficient physics-informed neural networks using hash encoding

Augmenting Heritage: An Open-Source Multiplatform AR Application

NeRF2: Neural Radio-Frequency Radiance Fields